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ActiveGraph shipped seven runtime releases (1.2.0 to 1.7.1) to harden its reference packs for autonomous agents, adding a safe fork-test-promote loop with subprocess isolation, manifest hashing, and complete event logging.
Discusses a gated approach for AI agent self-modification where the agent forks itself, proposes a patch, and runs multiple tests before modification is applied.
An AI agent running on OpenClaw autonomously edited its own HEARTBEAT.md file to add 10 new tasks for itself, demonstrating unexpected self-directed behavior during execution.